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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · November 9, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

465 listings found

2002 Toyota Tundra SR5

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Toyota Tundra SR5

Buellton, CA

UnscoredInsufficient · 4
$3,995370,075 mi

Comparison: 4 similar vehicles

Buellton, CA

2007 Chevrolet TrailBlazer LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Chevrolet TrailBlazer LS

Buellton, CA

UnscoredInsufficient · 0
$5,199169,015 mi

Buellton, CA

2005 Ford Expedition XLT Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Ford Expedition XLT Sport

Buellton, CA

UnscoredInsufficient · 0
$5,914Mileage not verified

Buellton, CA

2007 Ford Ranger XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Ford Ranger XL

Buellton, CA

UnscoredInsufficient · 0
$6,900135,400 mi

Buellton, CA

2011 BMW 3 Series 328i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 BMW 3 Series 328i

Buellton, CA

Unscored
$6,914141,000 mi

Comparison: 35 similar vehicles

Buellton, CA

2002 Honda Accord EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Honda Accord EX

Buellton, CA

UnscoredInsufficient · 0
$6,914171,372 mi

Buellton, CA

2000 Mazda MX-5 Special Edition

Image from the dealer's site. OAV does not own, control, or store dealer images.

2000 Mazda MX-5 Special Edition

Buellton, CA

UnscoredInsufficient · 0
$6,914212,460 mi

Buellton, CA

2012 Chevrolet Colorado 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Colorado 1LT

Buellton, CA

UnscoredInsufficient · 0
$7,495156,454 mi

Buellton, CA

2008 BMW 3 Series 328i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 BMW 3 Series 328i

Buellton, CA

OverpricedLimited · 12
$7,91482,347 mi

Market: $3,988 – $7,395

Comparison: 12 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Buellton, CA

2012 Mercedes-Benz C-Class C250 Luxury

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Mercedes-Benz C-Class C250 Luxury

Buellton, CA

Unscored
$9,914156,297 mi

Comparison: 6 similar vehicles

Buellton, CA

1990 Jeep Wrangler / YJ

Image from the dealer's site. OAV does not own, control, or store dealer images.

1990 Jeep Wrangler / YJ

Buellton, CA

UnscoredInsufficient · 0
$9,995129,226 mi

Buellton, CA

2008 Lexus ES 350

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Lexus ES 350

Buellton, CA

Fair PriceLimited · 13
$10,91482,827 mi

Market: $5,995 – $11,950

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Buellton, CA

2008 Ford Mustang GT Deluxe

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Ford Mustang GT Deluxe

Buellton, CA

Unscored
$10,995115,000 mi

Comparison: 5 similar vehicles

Buellton, CA

2005 Nissan Frontier SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Nissan Frontier SE

Buellton, CA

UnscoredInsufficient · 0
$10,995139,595 mi

Buellton, CA

2016 Honda CR-V LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Honda CR-V LX

Buellton, CA

Unscored
$12,414147,189 mi

Comparison: 23 similar vehicles

Buellton, CA

2018 Nissan Sentra SR

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Nissan Sentra SR

Buellton, CA

UnscoredInsufficient · 0
$12,91438,690 mi

Buellton, CA

2015 BMW 2 Series 228i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 BMW 2 Series 228i

Buellton, CA

Unscored
$12,91499,562 mi

Comparison: 7 similar vehicles

Buellton, CA

2015 Honda Accord EX-L V-6

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Honda Accord EX-L V-6

Buellton, CA

Unscored
$13,914127,520 mi

Comparison: 10 similar vehicles

Buellton, CA

2014 Toyota Camry XLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Toyota Camry XLE

Buellton, CA

Unscored
$14,414100,676 mi

Comparison: 7 similar vehicles

Buellton, CA

2011 BMW 5 Series 535i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 BMW 5 Series 535i

Buellton, CA

Fair PriceLimited · 15
$14,41493,084 mi

Market: $5,995 – $15,400

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 135 days listed (based on current market benchmarks)

Buellton, CA

2018 Mercedes-Benz GLS-Class GLS450

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Mercedes-Benz GLS-Class GLS450

Buellton, CA

Unscored
$15,414105,189 mi

Comparison: 7 similar vehicles

Buellton, CA

2015 RAM 1500 Pickup Big Horn/Lone Star

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 RAM 1500 Pickup Big Horn/Lone Star

Buellton, CA

UnscoredInsufficient · 3
$15,914121,516 mi

Comparison: 3 similar vehicles

Buellton, CA

2013 Toyota Sienna XLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Toyota Sienna XLE

Buellton, CA

Fair PriceLimited · 14
$15,914113,713 mi

Market: $5,980 – $35,990

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Buellton, CA

2013 Ford E-Series Econoline Van Commercial

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford E-Series Econoline Van Commercial

Buellton, CA

Fair PriceModerate · 20
$16,12069,636 mi

Market: $8,495 – $17,080

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Buellton, CA

2019 Subaru WRX Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Subaru WRX Base

Buellton, CA

Fair PriceLimited · 13
$16,91484,700 mi

Market: $15,200 – $19,115

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 380 days listed (based on current market benchmarks)

Buellton, CA

2022 Volkswagen Tiguan SE R-LINE BLACK

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Volkswagen Tiguan SE R-LINE BLACK

Buellton, CA

Fair PriceModerate · 26
$18,00076,027 mi

Market: $15,514 – $20,901

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

Buellton, CA

2018 Honda CR-V Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Honda CR-V Touring

Buellton, CA

Unscored
$18,314115,539 mi

Comparison: 5 similar vehicles

Buellton, CA

2018 Jeep Grand Cherokee Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Jeep Grand Cherokee Limited

Buellton, CA

Fair PriceModerate · 43
$19,01066,849 mi

Market: $8,988 – $19,198

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Buellton, CA

2022 Mazda CX-5 S Carbon Edition

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Mazda CX-5 S Carbon Edition

Buellton, CA

Unscored
$21,99168,211 mi

Comparison: 8 similar vehicles

Buellton, CA

2023 Volkswagen ID.4 PRO S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Volkswagen ID.4 PRO S

Buellton, CA

Fair PriceModerate · 42
$22,08831,540 mi

Market: $20,117 – $24,293

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Buellton, CA

2019 Chevrolet Blazer RS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Chevrolet Blazer RS

Buellton, CA

Fair PriceLimited · 16
$22,11081,549 mi

Market: $17,634 – $23,245

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Buellton, CA

2020 Ford F-150 XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Ford F-150 XL

Buellton, CA

Fair PriceRobust · 79
$23,01073,512 mi

Market: $12,890 – $29,832

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Buellton, CA

2026 Chevrolet Trax LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Chevrolet Trax LS

Buellton, CA

Fair PriceRobust · 221
$23,030Mileage not verified

Market: $20,457 – $28,188

Comparison: 221 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Buellton, CA

2018 Honda Accord Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Honda Accord Sport

Buellton, CA

OverpricedRobust · 95
$23,86271,958 mi

Market: $13,855 – $23,133

Comparison: 95 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Buellton, CA

2014 Chevrolet Camaro 2SS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chevrolet Camaro 2SS

Buellton, CA

UnscoredInsufficient · 0
$24,41443,080 mi

Buellton, CA

2026 Chevrolet Trax RS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Chevrolet Trax RS

Buellton, CA

Fair PriceLimited · 18
$24,493Mileage not verified

Market: $24,493 – $28,507

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Buellton, CA

2026 Chevrolet Trax RS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Chevrolet Trax RS

Buellton, CA

Fair PriceLimited · 18
$24,493Mileage not verified

Market: $24,493 – $28,507

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Buellton, CA

2026 Chevrolet Trax RS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Chevrolet Trax RS

Buellton, CA

Fair PriceLimited · 18
$24,493Mileage not verified

Market: $24,493 – $28,507

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Buellton, CA

2026 Chevrolet Trax RS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Chevrolet Trax RS

Buellton, CA

Fair PriceLimited · 18
$24,493Mileage not verified

Market: $24,493 – $28,507

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Buellton, CA

2023 Chevrolet Traverse LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Chevrolet Traverse LS

Buellton, CA

Fair PriceLimited · 12
$24,68556,876 mi

Market: $22,215 – $25,017

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Buellton, CA

2026 Chevrolet Trailblazer LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Chevrolet Trailblazer LS

Buellton, CA

Unscored
$24,756Mileage not verified

Comparison: 6 similar vehicles

Buellton, CA

2026 Chevrolet Trax RS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Chevrolet Trax RS

Buellton, CA

Fair PriceLimited · 18
$24,878Mileage not verified

Market: $24,493 – $28,507

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Buellton, CA

1996 Chevrolet GMT400

Image from the dealer's site. OAV does not own, control, or store dealer images.

1996 Chevrolet GMT400

Buellton, CA

UnscoredInsufficient · 0
$24,91437,425 mi

Buellton, CA

2026 Chevrolet Trax LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Chevrolet Trax LT

Buellton, CA

Fair PriceModerate · 21
$25,000Mileage not verified

Market: $24,760 – $27,347

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Buellton, CA

1997 Ford F-250 XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

1997 Ford F-250 XL

Buellton, CA

UnscoredInsufficient · 0
$25,414174,000 mi

Buellton, CA

2025 Chevrolet Equinox EV LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Chevrolet Equinox EV LT

Buellton, CA

Unscored
$25,76319,917 mi

Comparison: 6 similar vehicles

Buellton, CA

2026 Chevrolet Trailblazer LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Chevrolet Trailblazer LS

Buellton, CA

Unscored
$25,847Mileage not verified

Comparison: 6 similar vehicles

Buellton, CA

2024 Chevrolet Blazer 3LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Chevrolet Blazer 3LT

Buellton, CA

UnscoredInsufficient · 3
$25,88537,010 mi

Comparison: 3 similar vehicles

Buellton, CA

2022 Hyundai Tucson Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Hyundai Tucson Limited

Buellton, CA

UnscoredInsufficient · 0
$25,88554,876 mi

Buellton, CA

2018 BMW 4 Series 440i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 BMW 4 Series 440i

Buellton, CA

Fair PriceLimited · 11
$26,66571,036 mi

Market: $13,876 – $27,771

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Buellton, CA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical time on market, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles recently for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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